A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets

16 July 2021

Papers citing "A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets"

50 / 222 papers shown

Title
Domain Separation Networks Konstantinos Bousmalis George Trigeorgis N. Silberman Dilip Krishnan D. Erhan OOD 107 1,450 0 22 Aug 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 396 1,871 0 18 Aug 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 171 3,706 0 27 Jul 2016
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection Zhaowei Cai Quanfu Fan Rogerio Feris Nuno Vasconcelos ObjD 75 1,491 0 25 Jul 2016
Is Faster R-CNN Doing Well for Pedestrian Detection? Liliang Zhang Liang Lin Xiaodan Liang Kaiming He ObjD 57 819 0 24 Jul 2016
DAVE: A Unified Framework for Fast Vehicle Detection and Annotation Yi Zhou Li Liu Ling Shao Matt Mellor 37 81 0 15 Jul 2016
Scene Text Detection via Holistic, Multi-Channel Prediction Cong Yao X. Bai Nong Sang Xinyu Zhou Shuchang Zhou Zhimin Cao 58 215 0 29 Jun 2016
CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection Chenchen Zhu Yutong Zheng Khoa Luu Marios Savvides ObjD CVBM 43 250 0 17 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 239 18,224 0 02 Jun 2016
Virtual Worlds as Proxy for Multi-Object Tracking Analysis Adrien Gaidon Qiao Wang Yohann Cabon E. Vig 75 1,073 0 20 May 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 171 5,640 0 20 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 733 37,843 0 20 May 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 94 614 0 16 May 2016
Text Flow: A Unified Text Detection System in Natural Scene Images Shangxuan Tian Yifeng Pan Chang Huang Shijian Lu Kai Yu C. Tan 35 215 0 23 Apr 2016
Subcategory-aware Convolutional Neural Networks for Object Proposals and Detection Yu Xiang Wongun Choi Yuanqing Lin Silvio Savarese ObjD 57 282 0 16 Apr 2016
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 148 2,418 0 12 Apr 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 170 4,962 0 11 Apr 2016
A MultiPath Network for Object Detection Sergey Zagoruyko Adam Lerer Nayeon Lee Pedro H. O. Pinheiro Sam Gross Soumith Chintala Piotr Dollár ObjD 56 215 0 07 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,606 0 06 Apr 2016
HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection Tao Kong Anbang Yao Yurong Chen F. Sun ObjD 80 72 0 03 Apr 2016
Attentive Contexts for Object Detection Jianan Li Yunchao Wei Xiaodan Liang Jian Dong Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 38 222 0 24 Mar 2016
A guide to convolution arithmetic for deep learning Vincent Dumoulin Francesco Visin FAtt 3DH HAI 60 1,541 0 23 Mar 2016
A Survey on Object Detection in Optical Remote Sensing Images Gong Cheng Junwei Han ObjD 58 1,177 0 20 Mar 2016
Pushing the Limits of Deep CNNs for Pedestrian Detection Qichang Hu Peng Wang Chunhua Shen Anton van den Hengel Fatih Porikli 44 94 0 15 Mar 2016
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge Qi Wu Chunhua Shen Anton Van Den Hengel Peng Wang A. Dick 59 362 0 09 Mar 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 142 7,477 0 24 Feb 2016
Unsupervised Domain Adaptation with Residual Transfer Networks Mingsheng Long Hanjing Zhu Jianmin Wang Michael I. Jordan OOD 84 1,489 0 14 Feb 2016
How Far are We from Solving Pedestrian Detection? Shanshan Zhang Rodrigo Benenson Mohamed Omran J. Hosang Bernt Schiele 54 492 0 03 Feb 2016
G-CNN: an Iterative Grid Based Object Detector Mahyar Najibi Mohammad Rastegari L. Davis ObjD 67 191 0 24 Dec 2015
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 183 5,210 0 22 Dec 2015
Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai Kaiming He Jian Sun SSeg 168 1,228 0 14 Dec 2015
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 86 1,209 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 224 29,808 0 08 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 872 27,350 0 02 Dec 2015
Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry Jiale Cao Yanwei Pang Xuelong Li 50 85 0 25 Nov 2015
LOGO-Net: Large-scale Deep Logo Detection and Brand Recognition with Deep Region-based Convolutional Networks Guosheng Lin Xiongwei Wu Hantang Liu Yue Wu Huiqiong Wang Hui Xue Qiang Wu ObjD 58 77 0 08 Nov 2015
Scale-aware Fast R-CNN for Pedestrian Detection Jianan Li Xiaodan Liang Shengmei Shen Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 67 785 0 28 Oct 2015
Text-Attentional Convolutional Neural Networks for Scene Text Detection Tong He Weilin Huang Yu Qiao Jian Yao 57 306 0 12 Oct 2015
AttentionNet: Aggregating Weak Directions for Accurate Object Detection Donggeun Yoo Sunggyun Park Joon-Young Lee Anthony S. Paek In So Kweon 81 161 0 25 Jun 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 684 36,923 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 497 62,243 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Object detection via a multi-region & semantic segmentation-aware CNN model Spyros Gidaris N. Komodakis ObjD SSeg 93 737 0 07 May 2015
Fast R-CNN Ross B. Girshick ObjD 299 25,045 0 30 Apr 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 129 3,493 0 24 Apr 2015
Object Detection Networks on Convolutional Feature Maps Shaoqing Ren Kaiming He Ross B. Girshick Xinming Zhang Jian Sun ObjD 93 409 0 23 Apr 2015
Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction Y. Zhang Kihyuk Sohn Ruben Villegas Gang Pan Honglak Lee ObjD 53 214 0 13 Apr 2015
segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection Yukun Zhu R. Urtasun Ruslan Salakhutdinov Sanja Fidler ObjD 50 157 0 15 Feb 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 217 5,196 0 10 Feb 2015